48 AI tools for Universal
An archived LangGraph example implementing Agentic RAG - an agent that decides whether to retrieve.
Automate code generation to accelerate development workflows and reduce repetitive coding tasks.
camel-ai toolkit for retrieving GitHub issues and creating pull requests in a repository.
Toolkit for managing plan-mode state and git worktrees, with a lock registry so concurrent agents sharing a plan file don't corrupt writes.
Toolkit for fetching a web page and summarizing it for a prompt.
LlamaIndex ToolSpec exposing SignNow's MCP server e-signature tools - templates, embedded signing, invites, status, and downloads - to any agent.
File Toolkit provides cross-platform file operations including reading various file formats (text, JSON, YAML, PDF, DOCX), writing to multiple formats
CAMEL toolkit for executing code with configurable sandboxing, import allow-lists, confirmation, and timeouts.
Klavis Toolkit provides Python methods for authenticating with and managing Klavis MCP server instances, retrieving server information, and handling tools via
camel-ai toolkit for web search across Google, DuckDuckGo, Wikipedia, Wolfram Alpha, Brave, and Perplexity.
Let a LlamaIndex agent query a self-hosted MCP Discovery server to find other MCP tools by natural language.
A Python-to-Rust transpiler with semantic verification and memory safety analysis - compiles typed Python to a native binary via a single CLI command.
MCP server for MATLAB - run scripts/sections, inspect workspace variables, analyze figures, and lint code, with 15 tools.
npm supply-chain scanner catching obfuscated payloads, credential stealers, eBPF rootkits, and AI-key attacks that npm audit misses.
An MCP server that exposes any Python CLI app (Click, Typer, Argparse) as callable tools.
Team Relay MCP Server gives Claude Code, Codex, or OpenCode read/write access to a shared Obsidian vault, synced live.
OrigeneToolkit is a Python async context manager that provides an interface for interacting with Origene MCP server, with configurable timeout and automatic
Playwright MCPToolkit connects AI clients to browser automation via the Model Context Protocol, providing an interface to Playwright's automation library.
Connect to the Spark MCP server to discover AI assets from Entire VC Spark. Search, retrieve, and list assets.
An OpenAI Cookbook guide building a GPT-5.1 coding agent with the Agents SDK that scaffolds a Next.js app, edits it via apply_patch, and pulls live docs.
LangGraph Corrective RAG (CRAG) chain that grades retrieved documents and falls back to Tavily web search when relevance is low.
An archived LangGraph example implementing Self-RAG's self-grading of retrieval, relevance, and usefulness.
An archived LangGraph example running Self-RAG's self-grading pattern entirely on local models.
A promptfoo example for evaluating OpenAI's MCP tool integration, including auth and approval workflows.
Promptfoo MCP provider example for direct tool-calling security testing - path traversal, injection, SSRF, and structured-response parsing.
Promptfoo example comparing ElevenLabs TTS models, voices, and streaming performance for quality, cost, and latency.
Promptfoo example evaluating n8n AI agent workflows via webhook, with session-aware multi-turn support.
Notebook comparing gpt-4.1 and o4-mini on MCP-tool-based Q&A over the tiktoken repo using OpenAI Evals.
